多稳态
单纯形
简单复形
集体行为
动力系统理论
统计物理学
物理
同步(交流)
复杂系统
单纯形逼近定理
相变
拓扑(电路)
计算机科学
数学
纯数学
量子力学
组合数学
人工智能
同伦范畴
社会学
单纯形集
非线性系统
人类学
同伦
作者
Per Sebastian Skardal,Àlex Arenas
标识
DOI:10.1103/physrevlett.122.248301
摘要
Collective behavior in large ensembles of dynamical units with nonpairwise interactions may play an important role in several systems ranging from brain function to social networks. Despite recent work pointing to simplicial structure, i.e., higher-order interactions between three or more units at a time, their dynamical characteristics remain poorly understood. Here we present an analysis of the collective dynamics of such a simplicial system, namely coupled phase oscillators with three-way interactions. The simplicial structure gives rise to a number of novel phenomena, most notably a continuum of abrupt desynchronization transitions with no abrupt synchronization transition counterpart, as well as extensive multistability whereby infinitely many stable partially synchronized states exist. Our analysis sheds light on the complexity that can arise in physical systems with simplicial interactions like the human brain and the role that simplicial interactions play in storing information.
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